The Computing Division Technical Meetings are a platform for

  • presenting Pinboard papers under review for journal or conference publication,
  • inviting speakers who are current or prospective UKAEA collaborators at external organisations,
  • presenting work done in PhD projects funded by or co-supervised by UKAEA,
  • presenting work done during summer placements or other secondments to UKAEA.

 

If you would like to invite a speaker on a topic that would be of interest to one or more Units within the Computing Division, but is not currently collaborating on a UKAEA project, please consider nominating them for a Computing Division Cross-Disciplinary Seminar.

These meetings are normally recorded. Recordings of past meetings can be found here:

CD Technical Meetings Archive on UKAEA Sharepoint

CD Technical Meeting (ML14): Putting the Sun in a Bottle with AI

→ Europe/London
Lorenzo Zanisi (ML/AI)
Description
Machine Learning, Uncertainty Quantification and Data Science 

 

This keynote will present a broad view of the activities at UKAEA around AI uses to speed up the delivery of fusion. After a first introductory presentation for lay audiences, I will provide an overview of our efforts to speed up modelling and design tasks of performing plasmas using surrogate modelling, and of how we are exploiting large experimental databases for model validation and predictive tasks. I will conclude the talk with an hopefully sensible vision of the future of AI in fusion.